The threat extends beyond accidental errors. When AI writes the software, the attack surface shifts: an adversary who can poison training data or compromise the model’s API can inject subtle vulnerabilities into every system that AI touches. These are not hypothetical risks. Supply chain attacks are already among the most damaging in cybersecurity, and AI-generated code creates a new supply chain at a scale that did not previously exist. Traditional code review cannot reliably detect deliberately subtle vulnerabilities, and a determined adversary can study the test suite and plant bugs specifically designed to evade it. A formal specification is the defense: it defines what “correct” means independently of the AI that produced the code. When something breaks, you know exactly which assumption failed, and so does the auditor.
潮白河畔另一隅，北京轨道交通22号线（平谷线）潮白大街站地下二层施工正酣。“目前河北段5个车站主体结构全部完成，6个区间全线贯通。”河北段建设单位项目负责人李宝国说，作为京冀首条跨省域城市轨道交通线路，北京轨道交通22号线（平谷线）通车后，廊坊市北三县将接入北京轨道交通网，融入首都“一小时交通圈”。
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1. What does it do? (one or two sentences)
You can include multimodal data like images. There’s something strange about including images when going back to Roman times or 1700 because while they had texts, they didn’t have digital images. However, this is acceptable for some purposes. You’d want to avoid leaking information that could only be known in the present. You could include things people at the time could see and experience themselves. For example, there may be no anatomically accurate painting in Roman times of a bee or an egg cracking, but you can include such images because people could see such things, even if they weren’t part of their recorded media. You could also have pictures of buildings and artifacts that we still have from the past.，这一点在Line官方版本下载中也有详细论述
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